McLachlan GJ - Search Results

1

McLachlan GJ, Bean RW, Ng SK. McLachlan GJ, et al. Methods Mol Biol. 2008;453:423-39. doi: 10.1007/978-1-60327-429-6_22. Methods Mol Biol. 2008. PMID: 18712317

2

A mixture model-based approach to the clustering of microarray expression data.

McLachlan GJ, Bean RW, Peel D. McLachlan GJ, et al. Bioinformatics. 2002 Mar;18(3):413-22. doi: 10.1093/bioinformatics/18.3.413. Bioinformatics. 2002. PMID: 11934740

3

A mixture model with random-effects components for clustering correlated gene-expression profiles.

Ng SK, McLachlan GJ, Wang K, Ben-Tovim Jones L, Ng SW. Ng SK, et al. Among authors: mclachlan gj. Bioinformatics. 2006 Jul 15;22(14):1745-52. doi: 10.1093/bioinformatics/btl165. Epub 2006 May 3. Bioinformatics. 2006. PMID: 16675467

4

Clustering of gene expression data via normal mixture models.

McLachlan GJ, Flack LK, Ng SK, Wang K. McLachlan GJ, et al. Methods Mol Biol. 2013;972:103-19. doi: 10.1007/978-1-60327-337-4_7. Methods Mol Biol. 2013. PMID: 23385534

5

Clustering.

McLachlan GJ, Bean RW, Ng SK. McLachlan GJ, et al. Methods Mol Biol. 2017;1526:345-362. doi: 10.1007/978-1-4939-6613-4_19. Methods Mol Biol. 2017. PMID: 27896751

6

Using the EM algorithm to train neural networks: misconceptions and a new algorithm for multiclass classification.

Ng SK, McLachlan GJ. Ng SK, et al. Among authors: mclachlan gj. IEEE Trans Neural Netw. 2004 May;15(3):738-49. doi: 10.1109/TNN.2004.826217. IEEE Trans Neural Netw. 2004. PMID: 15384560 Free article.

7

Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data.

Pyne S, Lee SX, Wang K, Irish J, Tamayo P, Nazaire MD, Duong T, Ng SK, Hafler D, Levy R, Nolan GP, Mesirov J, McLachlan GJ. Pyne S, et al. Among authors: mclachlan gj. PLoS One. 2014 Jul 1;9(7):e100334. doi: 10.1371/journal.pone.0100334. eCollection 2014. PLoS One. 2014. PMID: 24983991 Free PMC article.

8

Extension of mixture-of-experts networks for binary classification of hierarchical data.

Ng SK, McLachlan GJ. Ng SK, et al. Among authors: mclachlan gj. Artif Intell Med. 2007 Sep;41(1):57-67. doi: 10.1016/j.artmed.2007.06.001. Epub 2007 Jul 16. Artif Intell Med. 2007. PMID: 17629686

9

Mixture models for detecting differentially expressed genes in microarrays.

Jones LB, Bean R, McLachlan GJ, Zhu JX. Jones LB, et al. Among authors: mclachlan gj. Int J Neural Syst. 2006 Oct;16(5):353-62. doi: 10.1142/S0129065706000755. Int J Neural Syst. 2006. PMID: 17117496

10

A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays.

McLachlan GJ, Bean RW, Jones LB. McLachlan GJ, et al. Bioinformatics. 2006 Jul 1;22(13):1608-15. doi: 10.1093/bioinformatics/btl148. Epub 2006 Apr 21. Bioinformatics. 2006. PMID: 16632494

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